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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

Jaehwa Kwak

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Preprint Sep 2026

VS-Splat: Voxel-Selective feed-forward Gaussian Splatting for end-to-end 3D object reconstruction from sparse-views

Feed-forward Gaussian splatting models have demonstrated remarkable effectiveness in reconstructing three-dimensional (3D) objects from a few two-dimensional (2D) images, even if they are unseen. As existing methods typically predict Gaussian primitives uniformly across the 3D space, most primitives are placed in non-o...

Yunsu Jeong, Hyuk Heo, Youngsang Kwak et al. · 0 citations
Preprint Aug 2026

Flow Straight to Reality: Perceptually Consistent Flow Matching for Efficient Image Restoration

This work proposes PCFlow (Perceptually Consistent Flow Matching), a unified framework that directly parameterizes a continuous transport from degraded observations to clean targets, jointly optimizing distortion and perceptual quality and integrates a conflict-free gradient projection strategy to stabilize the multi-o...

Sangwoo Jo, Donggeun Ko, Jayeon Kang et al. · 1 citation

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